Software Engineering, Architecture and AWS Serverless Technology from makit

Hello, I'm Martyn Kilbryde

I love to talk about Software Engineering and Architecture, and I love to explore Serverless & Machine Learning technology

Software Engineering, Architecture and AWS Serverless Technology from makit
Building an Amazon Bedrock JIRA Agent with Source Code Knowledge Base - Part 2
Jan 16, 24
Building an Amazon Bedrock JIRA Agent with Source Code Knowledge Base - Part 2
Using Agents for Amazon Bedrock to interact with JIRA is surprisingly powerful, especially with the ability to add comments and create new tasks. Giving the same agent access to source code using RAG takes it to another level.
Building an Amazon Bedrock JIRA Agent with Source Code Knowledge Base - Part 1
Dec 28, 23
Building an Amazon Bedrock JIRA Agent with Source Code Knowledge Base - Part 1
Amazon released the Bedrock service to give access to multiple foundation models via a generalised API. During 2023 they released two features within this service that I wanted to try; native Agents and Retrieval-Augmented Generation with Knowledge bases.
Exploring Advanced Logging Controls for AWS Lambda
Dec 4, 23
Exploring Advanced Logging Controls for AWS Lambda
AWS recently released some new advanced logging controls for the AWS Lambda service. These allow functions to log in JSON format natively, as well as offering native log level support and options for the log group to use.
Digging Into How AWS PartyRock Works
Nov 19, 23
Digging Into How AWS PartyRock Works
PartyRock from AWS is a new application from AWS that allows anybody to generate a Generative AI application in minutes. It uses Amazon Bedrock to not only run the text and image generation, but also to generate the apps in the first place. How does it work?
Running an LLM inside an AWS Lambda Function
Oct 14, 23
Running an LLM inside an AWS Lambda Function
Large Language Models and Generative AI are big topics in 2023, and whilst using them as a service is great (and sensible), I wondered if it was possible to run a LLM completely within a Lambda Function.
Exploring AWS DeepRacer: I Spent the Money So You Didn't Have To - Part 1
Jun 4, 23
Exploring AWS DeepRacer: I Spent the Money So You Didn't Have To - Part 1
AWS DeepRacer is a small, self-driving car providing a hands-on introduction to reinforcement learning. Training can be costly and time-consuming. I'm experimenting with training on cost-effective EC2 instances and sharing the knowledge as the competitive nature of the league often restricts shared information.
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If you are interested in Coding, AWS, Serverless or ML